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| Presentation | 2013-03-15 09:50 Analysis on real networks by classical multidimensional scaling Yong Gao, Kaori Kuroda (Saitama Univ.), Yutaka Shimada (Aihara Innovative Mathematical Modelling Project/JST), Kantaro Fujiwara, Tohru Ikeguchi (Saitama Univ.)  NLP2012-162 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In the real world, we have a wide variety of complex networks, such as Internet, neural networks, human relationships and so on. To understand characteristics and structure of these complex networks, a new framework of combining the complex network theory and nonlinear time series analysis has been proposed. One of the frameworks uses the classical multidimensional scaling to transform complex networks to time series. In this report, by using this transforming method, we investigated the distribution of coordinate values of the time series transformed from the networks. We compared the distribution of coordinate values of real networks with that of network models such as the Watts-Strogatz model and the Barab ́asi-Albert model. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | complex network / nonlinear time series analysis / classical multidimensional scaling / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 112, no. 487, NLP2012-162, pp. 91-96, March 2013. | |
| Paper # | NLP2012-162 | |
| Date of Issue | 2013-03-07 (NLP) | |
| ISSN | Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | NLP2012-162 |
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| Conference Information | |
| Committee | NLP |
| Conference Date | 2013-03-14 - 2013-03-15 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Nishi-Chiba campus, Chiba Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | General |
| Paper Information | |
| Registration To | NLP |
| Conference Code | 2013-03-NLP |
| Language | English (Japanese title is available) |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Analysis on real networks by classical multidimensional scaling |
| Sub Title (in English) | |
| Keyword(1) | complex network |
| Keyword(2) | nonlinear time series analysis |
| Keyword(3) | classical multidimensional scaling |
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| 1st Author's Name | Yong Gao |
| 1st Author's Affiliation | Saitama University (Saitama Univ.) |
| 2nd Author's Name | Kaori Kuroda |
| 2nd Author's Affiliation | Saitama University (Saitama Univ.) |
| 3rd Author's Name | Yutaka Shimada |
| 3rd Author's Affiliation | FIRST Aihara Innovative Mathematical Modelling Project/JST (Aihara Innovative Mathematical Modelling Project/JST) |
| 4th Author's Name | Kantaro Fujiwara |
| 4th Author's Affiliation | Saitama University (Saitama Univ.) |
| 5th Author's Name | Tohru Ikeguchi |
| 5th Author's Affiliation | Saitama University (Saitama Univ.) |
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| Speaker | Author-1 |
| Date Time | 2013-03-15 09:50:00 |
| Presentation Time | 25 minutes |
| Registration for | NLP |
| Paper # | NLP2012-162 |
| Volume (vol) | vol.112 |
| Number (no) | no.487 |
| Page | pp.91-96 |
| #Pages | 6 |
| Date of Issue | 2013-03-07 (NLP) |
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